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breakdown

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Simulates a request passing through 9 pipeline stages of an LLM serving stack (admission, queue, prefix cache, KV alloc, tensor alloc, prefill, KV transfer, decode, release), measuring where each millisecond goes. 15 configurations compared. Connects all 11 prior projects into a single instrumented pipeline.

  • Updated Jul 10, 2026
  • C++

Breakdown and budget a whole film. Solo.A production hands you the cut and needs a number. Every bid, schedule and vendor package hangs off the shot breakdown, and doing it alone used to mean weeks of hand-logging that a re-cut threw away. Breakdown Studio builds it from the edit video file.

  • Updated Jul 15, 2026
  • Python

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